Track resource usage across the cluster. Created utility in utilities/ to track the total and the unused resources for each host in the cluster. Added utility to def/taskUtils.go to retrieve the resource requirement for a given taskID. Decoupled the code, to launch a list of tasks on a set of offerIDs, to schedulers/helpers.go and updated all the scheduling policies to call this function instead of directly calling mesos.SchedulerDriver#LaunchTasks. The resource availability of the cluster is updated at 2 stages -- 1. When the tasks are about to be launched (in schedulers/helpers.go#LaunchTasks), the scheduling policy switching logic will be able to adhere to the update in the resource availability due to the JUST launched tasks and 2. when a terminal status update is received for a task (in schedulers/base.go#statusUpdate).

This commit is contained in:
Pradyumna Kaushik 2018-01-26 17:29:43 -05:00
parent 6cd61ed18b
commit 657dc8df93
9 changed files with 232 additions and 5 deletions

View file

@ -0,0 +1,161 @@
package utilities
import (
"bitbucket.org/sunybingcloud/elektron/def"
"bitbucket.org/sunybingcloud/elektron/utilities/offerUtils"
"errors"
mesos "github.com/mesos/mesos-go/api/v0/mesosproto"
"sync"
)
type TrackResourceUsage struct {
perHostResourceAvailability map[string]ResourceCount
sync.Mutex
}
// Maintain information regarding the usage of the cluster resources.
// This information is maintained for each node in the cluster.
type ResourceCount struct {
// Total resources available.
totalCPU float64
totalRAM float64
totalWatts float64
// Resources currently unused.
unusedCPU float64
unusedRAM float64
unusedWatts float64
}
// Increment unused resources.
func (rc *ResourceCount) IncrUnusedResources(tr def.TaskResources) {
rc.unusedCPU += tr.CPU
rc.unusedRAM += tr.Ram
rc.unusedWatts += tr.Watts
}
// Decrement unused resources.
func (rc *ResourceCount) DecrUnusedResources(tr def.TaskResources) {
rc.unusedCPU -= tr.CPU
rc.unusedRAM -= tr.Ram
rc.unusedWatts -= tr.Watts
}
var truInstance *TrackResourceUsage
func getTRUInstance() *TrackResourceUsage {
if truInstance == nil {
truInstance = newResourceUsageTracker()
}
return truInstance
}
func newResourceUsageTracker() *TrackResourceUsage {
return &TrackResourceUsage{
perHostResourceAvailability: make(map[string]ResourceCount),
}
}
// Determine the total available resources from the first round of mesos resource offers.
func RecordTotalResourceAvailability(offers []*mesos.Offer) {
tru := getTRUInstance()
tru.Lock()
defer tru.Unlock()
for _, offer := range offers {
// If first offer received from Mesos Agent.
if _, ok := tru.perHostResourceAvailability[*offer.SlaveId.Value]; !ok {
cpu, mem, watts := offerUtils.OfferAgg(offer)
tru.perHostResourceAvailability[*offer.SlaveId.Value] = ResourceCount{
totalCPU: cpu,
totalRAM: mem,
totalWatts: watts,
// Initially, all resources are used.
unusedCPU: cpu,
unusedRAM: mem,
unusedWatts: watts,
}
}
}
}
// Resource availability update scenarios.
var resourceAvailabilityUpdateScenario = map[string]func(mesos.TaskID, mesos.SlaveID) error{
"ON_TASK_TERMINAL_STATE": func(taskID mesos.TaskID, slaveID mesos.SlaveID) error {
tru := getTRUInstance()
tru.Lock()
defer tru.Unlock()
if taskResources, err := def.GetResourceRequirement(*taskID.Value); err != nil {
return err
} else {
// Checking if first resource offer already recorded for slaveID.
if resCount, ok := tru.perHostResourceAvailability[*slaveID.Value]; ok {
resCount.IncrUnusedResources(taskResources)
} else {
// Shouldn't be here.
// First round of mesos resource offers not recorded.
return errors.New("Recource Availability not recorded for " + *slaveID.Value)
}
return nil
}
},
"ON_TASK_ACTIVE_STATE": func(taskID mesos.TaskID, slaveID mesos.SlaveID) error {
tru := getTRUInstance()
tru.Lock()
defer tru.Unlock()
if taskResources, err := def.GetResourceRequirement(*taskID.Value); err != nil {
return err
} else {
// Checking if first resource offer already recorded for slaveID.
if resCount, ok := tru.perHostResourceAvailability[*slaveID.Value]; ok {
resCount.DecrUnusedResources(taskResources)
} else {
// Shouldn't be here.
// First round of mesos resource offers not recorded.
return errors.New("Resource Availability not recorded for " + *slaveID.Value)
}
return nil
}
},
}
// Updating cluster resource availability based on the given scenario.
func ResourceAvailabilityUpdate(scenario string, taskID mesos.TaskID, slaveID mesos.SlaveID) error {
if updateFunc, ok := resourceAvailabilityUpdateScenario[scenario]; ok {
// Applying the update function
updateFunc(taskID, slaveID)
return nil
} else {
// Incorrect scenario specified.
return errors.New("Incorrect scenario specified for resource availability update: " + scenario)
}
}
// Retrieve clusterwide resource availability.
func GetClusterwideResourceAvailability() ResourceCount {
tru := getTRUInstance()
tru.Lock()
defer tru.Unlock()
clusterwideResourceCount := ResourceCount{}
for _, resCount := range tru.perHostResourceAvailability {
// Aggregating the total CPU, RAM and Watts.
clusterwideResourceCount.totalCPU += resCount.totalCPU
clusterwideResourceCount.totalRAM += resCount.totalRAM
clusterwideResourceCount.totalWatts += resCount.totalWatts
// Aggregating the total unused CPU, RAM and Watts.
clusterwideResourceCount.unusedCPU += resCount.unusedCPU
clusterwideResourceCount.unusedRAM += resCount.unusedRAM
clusterwideResourceCount.unusedWatts += resCount.unusedWatts
}
return clusterwideResourceCount
}
// Retrieve resource availability for each host in the cluster.
func GetPerHostResourceAvailability() map[string]ResourceCount {
tru := getTRUInstance()
tru.Lock()
defer tru.Unlock()
return tru.perHostResourceAvailability
}